基于遗传算法的模糊智能变频空调仿真系统的研究

Research on the Simulation System of Fuzzy Intelligence Inverter Air-Conditioner Based on Genetic Algorithm

利用Matlab软件对基于遗传算法模糊智能空调系统进行了仿真设计。设计了模糊子系统和遗传算法子系统的仿真系统,以舒适度为目标函数,利用遗传算法对模糊智能变频空调的控制规则及隶属度函数进行了仿真寻优。并利用寻优获得的隶属函数和控制规则与PID算法、常规模糊控制算法控制同一被控对象的响应结果进行了对比分析。

Simulation system design of fuzzy intelligent inverter air-conditioner has been carried out with Matlab. And also, we have designed fuzzy sub-system and GA (Genetic Algorithm) sub system as well. Aiming at comfort of human, optimization of control rules and membership function has been done based on GA. At last, control performance of optimized control rule and membership function are compared with that of PID and traditional fuzzy control system.